Beyond the Simplex: Hadamard-Infused Deep Sparse Representations for Enhanced Similarity Measures
Xiangyu Li, Umberto Gherardi, Armand Ovanessians, Hua Wang
ICKG
Enriched Representation Learning for Longitudinal Chest X-ray Analysis: A Novel Approach for Improved Disease Detection and Localization
Xiangyu Li, Armand Ovanessians, Hua Wang
ICDM
Discovering Protein Interactions and Repurposing Drugs in SARS-CoV-2 (COVID-19) via Learning on Robust Multipartite Graphs
Fast Multi-Modal Multi-Instance Support Vector Machine for Fine-grained Chest X-ray Recognition
Hoon Seo, Hua Wang
Real-time recognition of team behaviors by multisensory graph-embedded robot learning
Brian Reily, Peng Gao, Fei Han, Hua Wang, Hao Zhang
IJPR
New L1-Norm Relaxations and Optimizations for Graph Clustering
Feiping Nie, Hua Wang, Cheng Deng, Xinbo Gao, Xuelong Li, Heng Huang
AAAI
Learning High-Dimensional Correspondence via Manifold Learning and Local Approximation
Chenping Hou, Feiping Nie, Hua Wang, Dongyun Yi, Changshui Zhang
Neural Computing and Applications
Emotion Detection via Discriminant Laplacian Embedding
Hua Wang, Heng Huang, Fillia Makedon
Universal Access in the Information Society
Predicting Protein-Protein Interactions from Multimodal Biological Data Sources via Nonnegative Matrix Factorization
Hua Wang, Feiping Nie, Heng Huang, Chris Ding
JCB
Function-Function Correlated Multi-Label Protein Function Prediction over Interaction Networks
Hua Wang, Heng Huang, Chris Ding
Protein Function Prediction via Laplacian Network Partitioning Incorporating Function Category Correlations
IJCAI
Joint Stage Recognition and Anatomical Annotation of Drosophila Gene Expression Patterns
Xiao Cai, Hua Wang, Heng Huang, Chris Ding.
Bioinformatics
Simultaneous Image Classification and Annotation via Biased Random Walk on Tri-relational Graph
ECCV
Unsupervised and Semi-supervised Learning via L1-norm Graph
Feiping Nie, Hua Wang, Heng Huang, Chris Ding.
ICCV
Image Annotation Using Bi-Relational Graph of Images and Semantic Labels
Hua Wang, Heng Huang, Chris Ding.
CVPR
Directed Graph Learning via High-Order Co-linkage Analysis
ECML-PKDD
Image Categorization Using Directed Graphs
